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Théo Boyer

24yo deep learning engineer cooking the anti-entropy machine.

Open source contributions

I believe that open source is extremely important in AI and more generally in software.

openai/whisper

  • 🟩 Resolve Inference Selection Bug Affecting Transcription Quality: When different temperatures are considered, the current code is returning the sample computed with the highest temperature. I suggested changing this behavior to return the sample that has the best logprob. Even tho this PR wasn't merged in the official repo, the idea has been adopted and improved since in the faster-whisper repository with this PR
  • 🟪 Avoid computing higher temperatures on no_speech segments: In Whisper, the voice activity detection token is computed before decoding the actual transcribed sentence. I realized that in the code, the sentence was computed multiple times with different temperatures unnecessarily in the case where the segment was silent.

Thoughts

Get in touch !

Théo BOYER's Projects

2d-engine icon 2d-engine

A custom library for making 2d games / simulations

gan-from-scratch icon gan-from-scratch

Implementation of flat mnist Generative Adversiarial Neural Network using low level features of tfjs

m2r-parallelquicksort icon m2r-parallelquicksort

This small project aims at teaching 2nd year master students how to improve their experimental methodology.

mandelbrot-js icon mandelbrot-js

Quick implementation of mandelbrot fractal using javascript and canvas

pycord icon pycord

Pycord, a maintained fork of discord.py, is a python wrapper for the Discord API

smpe icon smpe

Series of lectures on Scientific Methodology and Performance Evaluation

tmforge icon tmforge

An opensource tool for reinforcement learning on Trackmania 2020

whisper icon whisper

Robust Speech Recognition via Large-Scale Weak Supervision

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